CA3061552A1 - Method and apparatus for determining information about a drug-containing vessel - Google Patents

Method and apparatus for determining information about a drug-containing vessel Download PDF

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Publication number
CA3061552A1
CA3061552A1 CA3061552A CA3061552A CA3061552A1 CA 3061552 A1 CA3061552 A1 CA 3061552A1 CA 3061552 A CA3061552 A CA 3061552A CA 3061552 A CA3061552 A CA 3061552A CA 3061552 A1 CA3061552 A1 CA 3061552A1
Authority
CA
Canada
Prior art keywords
image
drug
unfurled
label
template
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CA3061552A
Other languages
English (en)
French (fr)
Inventor
Robert Jones
Robert Frank Marchington
David Rimmer
Bogdan-Alexandru COCIU
William Dering ADDISON
Matthew James Hayes
Ruairi DUFFY
Quentin Le Masne
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Ares Trading SA
Original Assignee
Ares Trading SA
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Ares Trading SA filed Critical Ares Trading SA
Publication of CA3061552A1 publication Critical patent/CA3061552A1/en
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G06V10/751—Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M5/00—Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
    • A61M5/178—Syringes
    • A61M5/24—Ampoule syringes, i.e. syringes with needle for use in combination with replaceable ampoules or carpules, e.g. automatic
    • A61M5/2455—Ampoule syringes, i.e. syringes with needle for use in combination with replaceable ampoules or carpules, e.g. automatic with sealing means to be broken or opened
    • A61M5/2459—Ampoule syringes, i.e. syringes with needle for use in combination with replaceable ampoules or carpules, e.g. automatic with sealing means to be broken or opened upon internal pressure increase, e.g. pierced or burst
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/04—Context-preserving transformations, e.g. by using an importance map
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G06T3/4038—Image mosaicing, e.g. composing plane images from plane sub-images
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/70—Denoising; Smoothing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/24—Aligning, centring, orientation detection or correction of the image
    • G06V10/247—Aligning, centring, orientation detection or correction of the image by affine transforms, e.g. correction due to perspective effects; Quadrilaterals, e.g. trapezoids
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/19007—Matching; Proximity measures
    • G06V30/19013—Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/19007—Matching; Proximity measures
    • G06V30/19013—Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
    • G06V30/1902—Shifting or otherwise transforming the patterns to accommodate for positional errors
    • G06V30/19027—Matching of contours
    • G06V30/19033—Matching of contours by mapping curve parameters onto an accumulator array, e.g. generalised Hough Transform
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/19007—Matching; Proximity measures
    • G06V30/19013—Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
    • G06V30/1902—Shifting or otherwise transforming the patterns to accommodate for positional errors
    • G06V30/19067—Matching configurations of points or features, e.g. constellation matching
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00—General characteristics of the apparatus
    • A61M2205/33—Controlling, regulating or measuring
    • A61M2205/3306—Optical measuring means
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00—General characteristics of the apparatus
    • A61M2205/50—General characteristics of the apparatus with microprocessors or computers
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00—General characteristics of the apparatus
    • A61M2205/58—Means for facilitating use, e.g. by people with impaired vision
    • A61M2205/583—Means for facilitating use, e.g. by people with impaired vision by visual feedback
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00—General characteristics of the apparatus
    • A61M2205/58—Means for facilitating use, e.g. by people with impaired vision
    • A61M2205/583—Means for facilitating use, e.g. by people with impaired vision by visual feedback
    • A61M2205/584—Means for facilitating use, e.g. by people with impaired vision by visual feedback having a color code
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00—General characteristics of the apparatus
    • A61M2205/58—Means for facilitating use, e.g. by people with impaired vision
    • A61M2205/587—Lighting arrangements
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00—General characteristics of the apparatus
    • A61M2205/70—General characteristics of the apparatus with testing or calibration facilities
    • A61M2205/702—General characteristics of the apparatus with testing or calibration facilities automatically during use
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images
    • G06V2201/034—Recognition of patterns in medical or anatomical images of medical instruments
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/16—Image preprocessing
    • G06V30/1607—Correcting image deformation, e.g. trapezoidal deformation caused by perspective
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/19007—Matching; Proximity measures
    • G06V30/19013—Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
    • G06V30/1902—Shifting or otherwise transforming the patterns to accommodate for positional errors
    • G06V30/1904—Shifting or otherwise transforming the patterns to accommodate for positional errors involving a deformation of the sample or reference pattern; Elastic matching
    • G06V30/19053—Shifting or otherwise transforming the patterns to accommodate for positional errors involving a deformation of the sample or reference pattern; Elastic matching based on shape statistics, e.g. active shape models of the pattern to be recognised
    • G06V30/1906—Shifting or otherwise transforming the patterns to accommodate for positional errors involving a deformation of the sample or reference pattern; Elastic matching based on shape statistics, e.g. active shape models of the pattern to be recognised based also on statistics of image patches, e.g. active appearance models of the pattern to be recognised

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Software Systems (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Hematology (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Biomedical Technology (AREA)
  • Anesthesiology (AREA)
  • Vascular Medicine (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Image Analysis (AREA)
  • Medical Preparation Storing Or Oral Administration Devices (AREA)
  • Image Processing (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Infusion, Injection, And Reservoir Apparatuses (AREA)
CA3061552A 2017-05-05 2018-05-03 Method and apparatus for determining information about a drug-containing vessel Pending CA3061552A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP17169781.6 2017-05-05
EP17169781.6A EP3399463A1 (en) 2017-05-05 2017-05-05 Method and apparatus for determining information about a drug-containing vessel
PCT/EP2018/061401 WO2018202804A1 (en) 2017-05-05 2018-05-03 Method and apparatus for determining information about a drug-containing vessel

Publications (1)

Publication Number Publication Date
CA3061552A1 true CA3061552A1 (en) 2018-11-08

Family

ID=58745015

Family Applications (1)

Application Number Title Priority Date Filing Date
CA3061552A Pending CA3061552A1 (en) 2017-05-05 2018-05-03 Method and apparatus for determining information about a drug-containing vessel

Country Status (9)

Country Link
US (1) US11538234B2 (ja)
EP (2) EP3399463A1 (ja)
JP (2) JP2020518920A (ja)
KR (1) KR102561606B1 (ja)
CN (1) CN110582782B (ja)
AU (1) AU2018262694B2 (ja)
CA (1) CA3061552A1 (ja)
IL (1) IL270331B2 (ja)
WO (1) WO2018202804A1 (ja)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IT202000002674A1 (it) * 2020-02-11 2021-08-11 Soffieria Bertolini S P A Metodo per controllare la corretta applicazione di una immagine su di un contenitore cilindrico e relativo apparato di controllo
CN111325815B (zh) * 2020-03-05 2023-05-02 成都威爱新经济技术研究院有限公司 一种多层级b样条曲线的编辑方法
JP7436270B2 (ja) * 2020-04-09 2024-02-21 株式会社日立ハイテク 生体検体解析装置
GB202211146D0 (en) * 2022-07-29 2022-09-14 Augmenticon Gmbh Automated syringe fill state measurement

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0338789A (ja) * 1989-07-06 1991-02-19 Fuji Electric Co Ltd パターンマッチング方式
JPH08105837A (ja) * 1994-10-05 1996-04-23 Kurabo Ind Ltd ラベルの貼付状態検査方法および装置
JP2002158982A (ja) * 2000-11-20 2002-05-31 Canon Inc 画像処理方法、装置及びコンピュータ可読媒体
US7017623B2 (en) * 2004-06-21 2006-03-28 Forhealth Technologies, Inc. Automated use of a vision system to unroll a label to capture and process drug identifying indicia present on the label
JP4783035B2 (ja) * 2005-02-25 2011-09-28 株式会社リコー 投影型表示装置、投影表示方法、投影表示プログラム及び投影表示プログラムが格納された記録媒体
JP2007299210A (ja) * 2006-04-28 2007-11-15 Sharp Corp 画像処理装置、画像形成装置、画像読取装置及び画像処理方法
JP5039519B2 (ja) * 2007-11-27 2012-10-03 高嶋技研株式会社 外観検査方法および装置
JP2009187204A (ja) * 2008-02-05 2009-08-20 Toyota Motor Corp 画像処理装置
US8179434B2 (en) * 2008-05-09 2012-05-15 Mettler-Toledo, LLC System and method for imaging of curved surfaces
WO2015062655A1 (en) * 2013-10-31 2015-05-07 Rodiera Olive José Javier Device with cameras for monitoring the manual administration of medication
JP2015184906A (ja) * 2014-03-24 2015-10-22 富士通株式会社 肌色検出条件決定装置、肌色検出条件決定方法及び肌色検出条件決定用コンピュータプログラム
US11721414B2 (en) * 2015-03-12 2023-08-08 Walmart Apollo, Llc Importing structured prescription records from a prescription label on a medication package
TWI590197B (zh) * 2016-07-19 2017-07-01 私立淡江大學 影像物體特徵描述方法及影像處理裝置

Also Published As

Publication number Publication date
WO2018202804A1 (en) 2018-11-08
EP3399463A1 (en) 2018-11-07
CN110582782A (zh) 2019-12-17
KR20200003139A (ko) 2020-01-08
IL270331B1 (en) 2023-06-01
US20200089989A1 (en) 2020-03-19
IL270331A (ja) 2019-12-31
KR102561606B1 (ko) 2023-08-01
CN110582782B (zh) 2024-03-19
EP3619646A1 (en) 2020-03-11
AU2018262694A1 (en) 2019-11-07
IL270331B2 (en) 2023-10-01
AU2018262694B2 (en) 2023-03-02
JP2020518920A (ja) 2020-06-25
US11538234B2 (en) 2022-12-27
JP2023101571A (ja) 2023-07-21

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